Resultados de Pesquisa

INGLÊS

Computational Artificial Intelligence And Methods For Industries - A Machine-Generated Literature Overview

~~237,84€~~ 214,06€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 Springer Nature seeks to support anyone who needs a fast and effective start in their content discovery journey, from the undergraduate student exploring interdisciplinary content to Master- or PhD-thesis developing research questions, to the practitioner seeking support materials, this book can serve as an inspiration, to name a few examples.
INGLÊS

Natural Language Processing - A Textbook With Python Implementation

de Raymond Lee

~~92,74€~~ 83,47€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This textbook provides a contemporary and comprehensive overview of Natural Language Processing (NLP), covering fundamental concepts, core algorithms, and key applications such as AI chatbots, Large Language Models and Generative AI.
INGLÊS

New Kind Of Machine Learning-Cellular Automata Model

de Adip Dutta, Dipanwita Roy Chowdhury, Parimal Pal Chaudhuri, Raju Hazari e Somshubhro Pal Choudhury

~~131,84€~~ 118,66€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book introduces the CAML model, a novel integration of Cellular Automata (CA) and Machine Learning (ML), designed to deliver ecient computation with minimal training data and low computing resources. CAML operates through two key perspectives: one where CA is enhanced by ML to handle complex non-linear evolution, and another where CA strengthens ML by leveraging linear CA evolution to process linear functions eectively.The book focuses on real-world applications of CA, such as in Computational Biology, where CAML models protein chains to predict mutations linked to human diseases, using carefully designed CA rule sequences for each amino acid. Another signicant application is in multi-language Sentiment Analysis, where the model analyzes text in ve languages (Hindi, Arabic, English, Greek, and Georgian), without relying on pre-trained language models.CAML uses CA rules for Unicode character modeling, oering a transparent, interpretable prediction algorithm.Overall, CAML aims to drive industrial and societal applications of CA, with an emphasis on transparent results and ecient hardware design through CA’s regular, modular, and scalable structure.
INGLÊS

Reimagine Pricing - How Ai Is Changing Everything

de Jan Y. Yang

~~39,74€~~ 35,77€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 Designed for business leaders, pricing experts, and AI enthusiasts, this book is not just a guideâ€"itâ€™s a call to action to embrace the future of AI-enabled pricing with confidence, creativity, and purpose.
INGLÊS

Introduction To Foundation Models

de Pin-Yu Chen e Sijia Liu

~~86,11€~~ 77,50€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book offers an extensive exploration of foundation models, guiding readers through the essential concepts and advanced topics that define this rapidly evolving research area. Designed for those seeking to deepen their understanding and contribute to the development of safer and more trustworthy AI technologies, the book is divided into three parts providing the fundamentals, advanced topics in foundation modes, and safety and trust in foundation models:<ul><li>Part I introduces the core principles of foundation models and generative AI, presents the technical background of neural networks, delves into the learning and generalization of transformers, and finishes with the intricacies of transformers and in-context learning.</li><li>Part II introduces automated visual prompting techniques, prompting LLMs with privacy, memory-efficient fine-tuning methods, and shows how LLMs can be reprogrammed for time-series machine learning tasks. It explores how LLMs can be reused for speech tasks, how synthetic datasets can be used to benchmark foundation models, and elucidates machine unlearning for foundation models.</li><li>Part III provides a comprehensive evaluation of the trustworthiness of LLMs, introduces jailbreak attacks and defenses for LLMs, presents safety risks when find-tuning LLMs, introduces watermarking techniques for LLMs, presents robust detection of AI-generated text, elucidates backdoor risks in diffusion models, and presents red-teaming methods for diffusion models.</li></ul>Mathematical notations are clearly defined and explained throughout, making this book an invaluable resource for both newcomers and seasoned researchers in the field.
INGLÊS

Natural Language Processing And Applications

de Huaping Zhang e Jianyun Shang

~~237,84€~~ 214,06€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book gives a comprehensive introduction to natural language processing (NLP) and its applications, covering the topics of multimodal data processing, Chinese word segmentation, new word discovery, named entity recognition, keyword analysis, and knowledge graph construction in terms of semantic analysis.The inaugural chapter provides an overview of NLP, and the subsequent chapters delve into the foundations of artificial intelligence, covering traditional deep learning algorithms and platforms. The book then evolves to showcase the latest advancements in deep learning, addressing bottlenecks and unfolding developments from data-oriented, training-oriented, and application-oriented perspectives. Part II of the book navigates the practical applications of intelligent language processing. From web crawlers and multi-format document parsing to speech text recognition, readers gain insights into real-world scenarios. Each chapter provides examples and analyses, empowering readers to bridge theoretical knowledge with hands-on application, unlocking the transformative potential of AI through intelligent language processing. This book serves as a comprehensive resource for researchers, graduate students, and undergraduates in the field of natural language processing. Additionally, it offers valuable insights as a reference for engineers, technicians, and enthusiasts interested in the realm of big data intelligence.The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.
INGLÊS

Essentials Of Generative Ai

de Takeshi Okadome

~~72,86€~~ 65,57€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 It starts by elucidating language modelsand introduces large-scale language models with broad applications as the foundational architecture of language processing, further discussing language generation models as their evolution.
INGLÊS

Machine Learning For Engineers - Introduction To Physics-Informed, Explainable Learning Methods For Ai In Engineering Applications

de Marcus J. Neuer

~~59,61€~~ 53,65€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 Machine learning and artificial intelligence are ubiquitous terms for improving technical processes. However, practical implementation in real-world problems is often difficult and complex.This textbook explains learning methods based on analytical concepts in conjunction with complete programming examples in Python, always referring to real technical application scenarios. It demonstrates the use of physics-informed learning strategies, the incorporation of uncertainty into modeling, and the development of explainable, trustworthy artificial intelligence with the help of specialized databases.Therefore, this textbook is aimed at students of engineering, natural science, medicine, and business administration as well as practitioners from industry (especially data scientists), developers of expert databases, and software developers.
INGLÊS

Principles Of Imprecise-Information Processing - A New Theoretical And Technological System On Flexible Linguistic Information

de Shiyou Lian

~~264,99€~~ 238,49€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book reveals the origin of imprecise information and establishes the mathematical models of flexible words and related mathematical and logical theories. It presents a set of models and algorithms of reasoning and computation, thus building a platform for related applications and laying a foundation for further research.Applying the theories and technologies in the book builds flexible AI systems to solve corresponding clustering, classification, judging, recognition, control, prediction, regression, etc., problems, and to enhance the Agent’s and Robot’s abilities to perceive environment and control behavior. Combine large language models (LLMs) with flexible linguistic information technologies in the book to enhance and extend the capability of natural language processing, and to realize understanding and generation of flexible words.This book differentiates imprecision from the uncertainty of information and explicitly treats imprecise-information processing as an independent subject. Imprecise-information processing is an indispensable research topic and branch field of artificial intelligence. With a new perspective and idea, the book starts from the origin of imprecise information, comprehensively and systematically expounds the principles, methods, and applications of imprecise-information processing, and establishes a new theoretical and technological system different from fuzzy technology on flexible linguistic information.The audience of this book includes scholars, engineers, teachers, Ph.D. candidates, postgraduates, and advanced undergraduates in the fields of artificial intelligence, natural language processing, Agent, Robot, automation, information, computer, logics, mathematics, language, as well as brain and cognitive science, etc.
INGLÊS

Understanding Natural Language Understanding

de Erik Cambria

~~105,34€~~ 94,81€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 â€œUnderstanding natural language understandingâ€, i.e., understanding how the mind encodes and decodes meaning through language, is a significant milestone in our journey towards creating machines that genuinely comprehend human language.

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